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Better guards for slow imports #1963

Merged
merged 3 commits into from
Sep 12, 2023
Merged

Better guards for slow imports #1963

merged 3 commits into from
Sep 12, 2023

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muellerzr
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@muellerzr muellerzr commented Sep 12, 2023

What does this PR do?

This PR guards slower imports better, namely the trackers and especially deepspeed across the framework.

Alternative to #1961, unless we decide that it's getting too repetitive and we want a wrapper

Fixes # (issue)

Resolves #1952

Speedup

Before, with DeepSpeed installed too:

image

After:
image

Before submitting

  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you read the contributor guideline,
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  • Was this discussed/approved via a Github issue or the forum? Please add a link
    to it if that's the case.
  • Did you make sure to update the documentation with your changes? Here are the
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    here are tips on formatting docstrings.
  • Did you write any new necessary tests?

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Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
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@SunMarc @BenjaminBossan

Comment on lines -183 to -187
if is_tensorboard_available():
try:
from torch.utils import tensorboard
except ModuleNotFoundError:
import tensorboardX as tensorboard
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This will be called to assume tensorboard is available, and if it's not we should raise the import error in the case of a user is trying to pass their own TensorBoardTracker instance to the Accelerator

@HuggingFaceDocBuilderDev
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HuggingFaceDocBuilderDev commented Sep 12, 2023

The documentation is not available anymore as the PR was closed or merged.

@muellerzr muellerzr mentioned this pull request Sep 12, 2023
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@SunMarc SunMarc left a comment

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LGTM ! Thanks for taking care of the other dependencies

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@BenjaminBossan BenjaminBossan left a comment

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LGTM, thanks for working on the speed improvement, Zach, and it's a pleasure to discuss designs with you.

@muellerzr muellerzr merged commit 5dec654 into main Sep 12, 2023
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@muellerzr muellerzr deleted the import-check branch September 12, 2023 14:54
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Successfully merging this pull request may close these issues.

[Feature Request] Import takes too long => Let's move to lazy import
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